Are exported onnx files encrypted?
Tao 5.x has hdf5 pretrained models, as told in this forum post: https://forums.developer.nvidia.com/t/what-is-hdf5-files/274322. When we train using them, we get hdf5 files. And when we export, we get...
View ArticleTAO 5.3 docker error - Not supported URL scheme http+docker (requests 2.31.0)
Please provide the following information when requesting support. • Hardware - L4 • Network Type - TAO classification_pyt / fan_small_12_p4_hybrid I’m working through the classification_pyt notebook...
View ArticleTao Pointpillars for CPU infrence
I have trained a pointpillars model from my application, I need to run this model on a computer with only an intel CPU and no GPU. It looked like the onnxruntime is the best solution for this. I have...
View ArticleData_type problem in generating engine file for DINO model
Following the notebook “tao-getting-started_v5.3.0/notebooks/tao_launcher_starter_kit/dino/dino.ipynb”, I want to generate the engine file in different data_type, and I found following problems: use...
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Error while using PointPillarNet trainable
I am attempting to use the PointPillarNet trainable file pointpillars_trainable.tlt found here: https://catalog.ngc.nvidia.com/orgs/nvidia/teams/tao/models/pointpillarnet To the best of my...
View ArticlenuScenes with PointPillars
I plan on training a PointPillars model with the nuScenes dataset, but I was wondering what parts of the pointpillars spec file are most important to modify. I successfully downloaded the nuScenes...
View ArticleFileNotFoundError: Model not found
Please provide the following information when requesting support. • Hardware (RTX A4000) • Network Type (Yolo_v4) • TLT Version (Please run “tlt info --verbose” and share “docker_tag” here) • Training...
View ArticleRunning Predictions using Detectnet_v2
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc) • TLT...
View ArticleLPRNet technical blog post: sample DeepStream app repo not found?
Hi! I’ve been trying to get started with playing around with a Jetson Orin Nano for ALPR purposes and have it set up with an SSD docker, Jetpack 6.0 + CUDA 12.2, and (at least I would believe) all the...
View ArticleTraining poseclassification net with custom data
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) RTX4080 • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc)...
View ArticleDoes BYOM in TAO Toolkit support object detection models
Does BYOM in TAO Toolkit support object detection models 1 post - 1 participant Read full topic
View ArticleError torch.distributed.elastic.multiprocessing.api:failed?
Please provide the following information when requesting support. • Hardware RTX3090 • Network Type Segformer FAN • TLT Version tao info --verbose Configuration of the TAO Toolkit Instance task_group:...
View ArticleDependency problem when trying to install cuda toolkit 11.8 on Ubuntu 22.4
I am trying to install the cuda toolkit 11.8 which I already successfully installed on an AMD Ryzen 5 5600X 3.7GHz computer. Now I am trying to install it on an 13th Gen Intel i7-13700H (20) @...
View ArticleUnable to create plugin for BatchedNMSDynamic_TRT for onnx tao model using...
I have created TAO model yolov4. It is onnx format but i am not able to run it using onnxruntime-gpu so i found that it contains custome layers, i reffered following links:- BatchedNMS_TRT: could not...
View ArticleMakenet Training Error
Please provide the following information when requesting support. • Hardware (NVIDIA RTX 3080Ti) • Network Type (makenet) • TLT Version (tao_tf1) • Training spec file model_config { Model Architecture...
View ArticleSegformer Batch Size vs Memory Consumption vs Execution time
Please provide the following information when requesting support. • Hardware RTX4090 • Network Type Segformer FAN • TLT Version tao info --verbose > Configuration of the TAO Toolkit Instance...
View ArticleRetraining Model TrafficCamNet
• Hardware nvidia A100 • Network Type TrafficCamNet Unprunned We have been trying to re-engineer the trafficannet model with Tao tolking following Detectnet_2, our model has become much dumber instead...
View ArticleSave maskrcnn model in hdf5 format
Please provide the following information when requesting support. • Hardware (NVIDIA RTX 3080Ti) • Network Type (Mask_rcnn) • TLT Version (Tensorflow backend TF_1) • Training spec file seed: 123...
View ArticleTAO deploy docker eval accuracy lower vs TAO tf1 docker
I used PeopleNet, and retrained it using the sample notebook and the reworked detectnet sample spec file. I was able to achieve around 82% percent mAP, but get around 60% using the pre/post processing...
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Tao converter issue for PointPillar TensorRT Inference Sample
Hello, I am trying the sample example of " PointPillar TensorRT Inference Sample" (tao_toolkit_recipes/tao_pointpillars/tensorrt_sample at main · NVIDIA-AI-IOT/tao_toolkit_recipes · GitHub) for which...
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